BOOK SERIES


Chapman & Hall/CRC The R Series


36 Series Titles

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The Essentials of Data Science: Knowledge Discovery Using R

The Essentials of Data Science: Knowledge Discovery Using R

Forthcoming

Graham J. Williams
July 10, 2017

This book focuses is on data science. It includes plenty of actual examples of the typical data processing and data presentations required of a professional data scientist. The material will be especially useful to the growing profession of data scientists. As a practitioner, the author brings...

R Primer, Second Edition

R Primer, Second Edition

Forthcoming

Claus Thorn Ekstrom
June 01, 2017

Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered...

Flexible Regression and Smoothing: Using GAMLSS in R

Flexible Regression and Smoothing: Using GAMLSS in R

Mikis D. Stasinopoulos, Robert A. Rigby, Gillian Z. Heller, Vlasios Voudouris, Fernanda De Bastiani
April 11, 2017

This book is about learning from data using the Generalized Additive Models for Location, Scale and Shape (GAMLSS). GAMLSS extends the Generalized Linear Models (GLMs) and Generalized Additive Models (GAMs) to accommodate large complex datasets, which are increasingly prevalent. GAMLSS allows any...

Testing R Code

Testing R Code

Richard Cotton
January 19, 2017

Learn how to write R code with fewer bugs. The problem with programming is that you are always one typo away from writing something silly. Likewise with data analysis, a small mistake in your model can lead to a big mistake in your results. Combining the two disciplines means that it is all too...

bookdown: Authoring Books and Technical Documents with R Markdown

bookdown: Authoring Books and Technical Documents with R Markdown

Yihui Xie
December 19, 2016

bookdown: Authoring Books and Technical Documents with R Markdown presents a much easier way to write books and technical publications than traditional tools such as LaTeX and Word. The bookdown package inherits the simplicity of syntax and flexibility for data analysis from R Markdown, and extends...

Using the R Commander: A Point-and-Click Interface for R

Using the R Commander: A Point-and-Click Interface for R

John Fox
August 05, 2016

This book provides a general introduction to the R Commander graphical user interface (GUI) to R for readers who are unfamiliar with R. It is suitable for use as a supplementary text in a basic or intermediate-level statistics course. It is not intended to replace a basic or other statistics text...

Extending R

Extending R

John M. Chambers
May 24, 2016

Up-to-Date Guidance from One of the Foremost Members of the R Core Team Written by John M. Chambers, the leading developer of the original S software, Extending R covers key concepts and techniques in R to support analysis and research projects. It presents the core ideas of R, provides...

Spatial Microsimulation with R

Spatial Microsimulation with R

Robin Lovelace, Morgane Dumont
March 21, 2016

Generate and Analyze Multi-Level Data Spatial microsimulation involves the generation, analysis, and modeling of individual-level data allocated to geographical zones. Spatial Microsimulation with R is the first practical book to illustrate this approach in a modern statistical programming language...

Statistics in Toxicology Using R

Statistics in Toxicology Using R

Ludwig A. Hothorn
December 21, 2015

The apparent contradiction between statistical significance and biological relevance has diminished the value of statistical methods as a whole in toxicology. Moreover, recommendations for statistical analysis are imprecise in most toxicological guidelines. Addressing these dilemmas, Statistics in...

Introductory Fisheries Analyses with R

Introductory Fisheries Analyses with R

Derek H. Ogle
November 24, 2015

A How-To Guide for Conducting Common Fisheries-Related Analyses in R Introductory Fisheries Analyses with R provides detailed instructions on performing basic fisheries stock assessment analyses in the R environment. Accessible to practicing fisheries scientists as well as advanced undergraduate...

Basics of Matrix Algebra for Statistics with R

Basics of Matrix Algebra for Statistics with R

Nick Fieller
July 06, 2015

A Thorough Guide to Elementary Matrix Algebra and Implementation in R Basics of Matrix Algebra for Statistics with R provides a guide to elementary matrix algebra sufficient for undertaking specialized courses, such as multivariate data analysis and linear models. It also covers advanced topics,...

Dynamic Documents with R and knitr, Second Edition

Dynamic Documents with R and knitr, Second Edition

Yihui Xie
June 22, 2015

Quickly and Easily Write Dynamic Documents Suitable for both beginners and advanced users, Dynamic Documents with R and knitr, Second Edition makes writing statistical reports easier by integrating computing directly with reporting. Reports range from homework, projects, exams, books, blogs, and...

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